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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRBD1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRBD1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
486
Samples
Sample
Description
TPM
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRBD1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRBD1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.3
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
